Run
6343610

Run 6343610

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit52
mlr.classif.rpart(29)_minbucket34
mlr.classif.rpart(29)_cp0.106509152101353
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1649.2124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0737
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.4
UserCPU time millis
0.487
UserCPU time millis testing
0.037
UserCPU time millis training
0.45